Skills Catalogue1624 skills

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Scientific Hypothesis Development

Data & AI

A systematic workflow for turning observations into testable hypotheses, grounded in literature review and rigorous evaluation. Helps researchers and students structure scientific questions and design meaningful experiments.

Claude CodeintermediateSafe
0
0
78
Skills Guide Bot

Social Science Literature Triage

Data & AI

Plan a literature review before reading: choose databases, languages, inclusion/exclusion criteria, and DOI policy.

Claude Codeintermediate 2
0
0
34
Skills Guide Bot

GitHub Quantitative Trading Project Analysis

Data & AI

Search and analyze popular quantitative trading projects on GitHub, providing actionable insights.

Claude Codeadvanced 62
0
0
64
Skills Guide Bot

Douyin Search & Analytics Tool

Data & AI

Analyze public Douyin data: keyword search, user content scraping, and real-time hot trends. Ideal for short-video marketing and competitor analysis.

Claude CodeCursorWindsurf+2intermediateSafe 2
0
0
183
Skills Guide Bot

Validate Topological Results

Data & AI

Check mathematical correctness of TDA results against known benchmarks and internal consistency checks. Covers persistence diagrams, total persistence scaling, null models, Wasserstein distances, and cross-era replication.

Claude CodeCursorWindsurf+2advanced 1
0
0
33
Skills Guide Bot

Vector Index Tuning

Data & AI

Guide to optimizing vector index performance for latency, recall, and memory. Covers HNSW tuning, quantization strategies, and scaling.

Claude CodeCursorWindsurf+2intermediate 45,609
0
0
22
Skills Guide Bot

Self-Evolution Engine v2.0

Data & AI

AI agent self-evolution engine with five-layer architecture. Automates improvement of prompts, skills, and rules through a continuous cycle.

Claude Codeadvanced 7
0
0
60
Skills Guide Bot

E-commerce Review & VOC Analyzer

Data & AI

Turns e-commerce product reviews into a 15-chapter VOC insight report with 22-dimension AI tagging, anomaly signal cards and 6 themed visualization dashboards.

Claude CodeCursorWindsurf+2intermediate 125
0
0
7
Skills Guide Bot

Inference.sh CLI for AI Apps

Data & AI

Run 150+ AI apps (image gen, video, LLMs, search, Twitter) via inference.sh CLI. No GPU required.

Claude CodeCursorWindsurf+2beginner 395
0
0
56
Skills Guide Bot

Boltz-2 Protein Structure Prediction

Data & AI

Automates the full workflow for Boltz-2 protein structure prediction: upload, spec generation, validation, job submission, and status tracking. Supports nanobody-target cross-model workflows.

Claude CodeintermediateCaution
0
0
38
Skills Guide Bot

Survival Analysis with lifelines

Data & AI

Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with lifelines. For predicting patient survival and modeling time-to-event outcomes.

Claude CodeCursorWindsurf+2intermediate 6
0
0
26
Skills Guide Bot

Benchling R&D Platform Integration

Data & AI

Access and automate Benchling R&D platform operations including registry entities (DNA, proteins), inventory, ELN entries, workflows, and data warehouse queries via Python SDK and REST API. Useful for automating lab data management, building Benchling Apps, and integrating with external systems.

Claude CodeCursorWindsurf+2intermediateSafe 16
0
0
95
Skills Guide Bot

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